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TD_TargetEncodingTransform

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Mar 28, 2024 5:15 PM
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Using the target values generated by the TD_TargetEncodingFit function, it replaces the categories of the categorical column into numeric values thereby changing the schema of the input column to numeric.

Component details

Input ports
  1. Type: DB Session
    Teradata Connection
    Connection to a Teradata Database Instance
  2. Type: Table
    InputTable
    The relation that contains input data.
  3. Type: Table
    FitTable
    The FitTable contains information for generating the target numeric values for each category.
Output ports
  1. Type: Table
    output of TD_TargetEncodingTransform
    output of TD_TargetEncodingTransform

Used extensions & nodes

Created with KNIME Analytics Platform version 4.7.0
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    KNIME Base nodesTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.7.0

    knime
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    KNIME DatabaseTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.7.0

    knime
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    KNIME Python IntegrationTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.7.0

    knime
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    KNIME Quick FormsTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.7.0

    knime

This component does not have nodes, extensions, nested components and related workflows

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